
import random







def 							A__       (    lowerCamelCase  ,     lowerCamelCase  ,     lowerCamelCase = False    )	->						dict:
				UpperCamelCase_:				dict						=    {i: [] for i in range(lowerCamelCase    )}

				# if probability is greater or equal than 1, then generate a complete graph
				if probability >= 1:
								return complete_graph(lowerCamelCase    )
				# if probability is lower or equal than 0, then return a graph without edges
				if probability <= 0:
								return graph

				# for each couple of nodes, add an edge from u to v
				# if the number randomly generated is greater than probability probability
				for i in range(lowerCamelCase    ):
								for j in range(i + 1  ,     lowerCamelCase    ):
												if random.random() < probability:
																graph[i].append(lowerCamelCase    )
																if not directed:
																				# if the graph is undirected, add an edge in from j to i, either
																				graph[j].append(lowerCamelCase    )
				return graph







def 							A__       (    lowerCamelCase    )	->						dict:
				return {
				    i: [j for j in range(lowerCamelCase    ) if i != j] for i in range(lowerCamelCase    )
				}


if __name__ == "__main__":
							import doctest

							doctest.testmod()








import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin

class 							_UpperCamelCase					(       unittest.TestCase  ,							_A	):






			'''simple docstring'''

			def    lowerCAmelCase__						(							self			:							Tuple   ):
							UpperCamelCase_:				List[Any]						=    load_tool("""text-classification"""   )
							self.tool.setup()
							UpperCamelCase_:				Optional[int]						=    load_tool("""text-classification"""    ,						remote=snake_case_   )

			def    lowerCAmelCase__						(							self			:							Optional[Any]   ):
							UpperCamelCase_:				Union[str, Any]						=    self.tool("""That's quite cool"""    ,						["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )

			def    lowerCAmelCase__						(							self			:							int   ):
							UpperCamelCase_:				Tuple						=    self.remote_tool("""That's quite cool"""    ,						["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )

			def    lowerCAmelCase__						(							self			:							Optional[int]   ):
							UpperCamelCase_:				int						=    self.tool(text="""That's quite cool"""    ,						labels=["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )




			def    lowerCAmelCase__						(							self			:							Tuple   ):
							UpperCamelCase_:				List[Any]						=    self.remote_tool(text="""That's quite cool"""    ,						labels=["""positive""", """negative"""]   )
							self.assertEqual(snake_case_    ,						"""positive"""   )






